Ethos AI insurance is the clearest proof that data-driven underwriting beats the medical-exam gauntlet: founded in 2016 by Stanford roommates Peter Colis and Lingke Wang, Ethos replaced the weeks-long life-insurance application with predictive underwriting that can issue term coverage in as little as 10 minutes, no blood or urine test required.